Zikun Li

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upvoted a paper about 4 hours ago

Entropy-Adaptive Fine-Tuning: Resolving Confident Conflicts to Mitigate Forgetting

Paper • 2601.02151 • Published 3 days ago • 63

upvoted 2 papers 2 days ago

NextFlow: Unified Sequential Modeling Activates Multimodal Understanding and Generation

Paper • 2601.02204 • Published 3 days ago • 52

VAR RL Done Right: Tackling Asynchronous Policy Conflicts in Visual Autoregressive Generation

Paper • 2601.02256 • Published 3 days ago • 30

upvoted 7 papers 3 months ago

The Art of Scaling Reinforcement Learning Compute for LLMs

Paper • 2510.13786 • Published Oct 15, 2025 • 31

Every Attention Matters: An Efficient Hybrid Architecture for Long-Context Reasoning

Paper • 2510.19338 • Published Oct 22, 2025 • 114

Efficient Long-context Language Model Training by Core Attention Disaggregation

Paper • 2510.18121 • Published Oct 20, 2025 • 122

Seedream 4.0: Toward Next-generation Multimodal Image Generation

Paper • 2509.20427 • Published Sep 24, 2025 • 82

Self-Forcing++: Towards Minute-Scale High-Quality Video Generation

Paper • 2510.02283 • Published Oct 2, 2025 • 96

Agent Learning via Early Experience

Paper • 2510.08558 • Published Oct 9, 2025 • 271

Prosperity before Collapse: How Far Can Off-Policy RL Reach with Stale Data on LLMs?

Paper • 2510.01161 • Published Oct 1, 2025 • 13

upvoted 6 papers 4 months ago

ReSum: Unlocking Long-Horizon Search Intelligence via Context Summarization

Paper • 2509.13313 • Published Sep 16, 2025 • 80

WebResearcher: Unleashing unbounded reasoning capability in Long-Horizon Agents

Paper • 2509.13309 • Published Sep 16, 2025 • 67

Towards General Agentic Intelligence via Environment Scaling

Paper • 2509.13311 • Published Sep 16, 2025 • 71

WebSailor-V2: Bridging the Chasm to Proprietary Agents via Synthetic Data and Scalable Reinforcement Learning

Paper • 2509.13305 • Published Sep 16, 2025 • 91

Scaling Agents via Continual Pre-training

Paper • 2509.13310 • Published Sep 16, 2025 • 117

WebWeaver: Structuring Web-Scale Evidence with Dynamic Outlines for Open-Ended Deep Research

Paper • 2509.13312 • Published Sep 16, 2025 • 105

upvoted 4 papers 5 months ago

Seeing, Listening, Remembering, and Reasoning: A Multimodal Agent with Long-Term Memory

Paper • 2508.09736 • Published Aug 13, 2025 • 57

Pass@k Training for Adaptively Balancing Exploration and Exploitation of Large Reasoning Models

Paper • 2508.10751 • Published Aug 14, 2025 • 28

Chain-of-Agents: End-to-End Agent Foundation Models via Multi-Agent Distillation and Agentic RL

Paper • 2508.13167 • Published Aug 6, 2025 • 129

A Survey of Context Engineering for Large Language Models

Paper • 2507.13334 • Published Jul 17, 2025 • 259